Slides for my talk given at the 9th PyData Southampton meetup (September 2024)
https://www.meetup.com/pydata-southampton/events/303138206
Abstract:
This talk discusses the successful delivery of data science projects, by analysing common mistakes that can hamper your plans and hurt your chances of success. It’s commonly acknowledged that a huge proportion of data science projects fail, for a variety of reasons. By sharing some lessons learned the hard way, we’ll look at frequent anti-patterns and how to elude them.
This presentation is mainly aimed at early-career data scientists, but also at anyone who has seen their data science projects going south and would like to improve the outcome of their work.